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unifai-trading-suite
UnifAI Trading Suite is an AI-powered insights toolkit that fuses prediction-market probabilities (Polymarket, Kalshi) with UnifAI-driven social sentiment signals to surface actionable trading ideas and risk signals.
概览
UnifAI Trading Suite is an AI-powered insights toolkit that fuses prediction-market probabilities (Polymarket, Kalshi) with UnifAI-driven social sentiment signals to surface actionable trading ideas and risk signals.
UnifAI Trading Suite is an AI-powered insights toolkit that fuses prediction-market probabilities (Polymarket, Kalshi) with UnifAI-driven social sentiment signals to surface actionable trading ideas and risk signals. Key features include aggregated market-implied probabilities, calibrated AI forecasts, real-time sentiment extraction from social channels (Twitter, Reddit, Discord), confidence scoring, and a signal-fusion engine that produces ranked trade ideas and event-driven alerts. Use cases include event trading, hedging exposure around political/economic outcomes, idea generation for discretionary traders, and alpha research for quant teams. Core advantages are complementary signals (market-implied odds vs. social momentum), reduced noise through confidence-weighting, customizable filters and thresholds, API access and dashboard visualization, and backtestable signals for systematic strategy development.
Skill.md
这个 Skill 如何工作
UnifAI Trading Suite is an AI-powered insights toolkit that fuses prediction-market probabilities (Polymarket, Kalshi) with UnifAI-driven social sentiment signals to surface actionable trading ideas and risk signals.
UnifAI Trading Suite
A comprehensive suite for AI-driven trading analysis, aggregating prediction markets and social signals.
🛠️ Included Tools
1. Prediction Trader
Compare probabilities across Polymarket and Kalshi.
python3 {baseDir}/skills/prediction-trader/scripts/trader.py analyze "bitcoin"
2. Kalshi Trader
Regulated US economic indicators (Fed Rates, CPI).
python3 {baseDir}/skills/kalshi-trader/scripts/kalshi.py fed
3. Social Signals
Analyze KOL mentions and sentiment via UnifAI.
python3 {baseDir}/skills/social-signals/scripts/signals.py trending
🔐 Setup
Requires UNIFAI_API_KEY (from unifAI) and GOOGLE_API_KEY (for analysis).
🚀 Installation
clawdhub install unifai-trading-suite
最适合用于
何时使用
UnifAI Trading Suite is an AI-powered insights toolkit that fuses prediction-market probabilities (Polymarket, Kalshi) with UnifAI-driven social sentiment signals to surface actionable trading ideas and risk signals.
01 · 会前准备
准备决策简报
在投委会开会前，把零散证据整理成结构化的论据。
02 · 团队协作
统一交接标准
让分析师、组合经理与 Agent 产出一致的研究结果。
03 · 实时更新
更新投资逻辑
出现新催化剂、KPI 发布或财报结果后，更新情景假设。
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越用越好用。
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